Thank you for the pointers Dr. Simmons-Ehrhardt. I will certainly take you 
up on your offer if I have additional questions. How much do you work with 
point clouds? Would there be any benefit to just working with a point cloud 
then meshing later in the process?

On Wednesday, September 2, 2020 at 6:40:40 PM UTC-7 [email protected] 
wrote:

> Hi Eric,
>
> For processing scans in Meshlab, I align the scans and delete areas from 
> individual scans that weren't captured well--usually the outer edges of 
> each scan. You can remove these ugly areas before aligning as 
> well--sometimes it helps to align and then remove ugly areas from 
> individual scans. Save your edited scans along the way in case you mess up 
> (save edited, aligned, etc.). You don't have to edit if you're happy with 
> how your scans look--you can just align and proceed with the steps below.
>
> Once you have a set of aligned scans that look good, make sure you "Freeze 
> Current Matrix" of all layers--right-click on a layer to access this option 
> and also save these. Right-click on a layer again and apply "Flatten 
> Visible Layers"--this will merge all your layers into one (save as a new 
> PLY). To convert this to a mesh, I like using Filters --> Remeshing, 
> Simplification and Reconstruction --> Surface Reconstruction: Screened 
> Poisson. You will have to play around with the Reconstruction depth to see 
> what produces enough detail for you--I usually use 9 or 10. If Poisson 
> doesn't work, check the "Pre-clean" box or apply "Remove unreferenced 
> vertices" under the cleaning filter or you might also need to recompute 
> normals under the Normals filter. Once you get a mesh, apply a cleaning 
> step to remove any floaty bits that might have been produced--Filters --> 
> Cleaning --> Remove Isolated Pieces (wrt Diameter). You will get a 
> watertight mesh that you can export as a new PLY to use in SlicerMorph, R, 
> etc. You shouldn't have to apply any smoothing or hole-filling after 
> Poisson reconstruction, but you may want to decimate with Quadratic Edge 
> Collapse if needed as mentioned in previous replies.
>
> There are videos describing a scan processing pipeline on Meshlab's 
> youtube:  https://www.youtube.com/user/MrPMeshLabTutorials  that 
> demonstrate these filters. If your scans were collected with the same 
> settings, then your processing steps in Meshlab should produce consistent 
> models. Save along the way! Sometimes it might be easier to align scans 
> based on "regions" of your object rather than sticking to the scan 
> families--that's what I like about processing scans in Meshlab!
>
> I hope this helps. Feel free to email me with questions.
> Terrie Simmons-Ehrhardt
>
> On Friday, August 28, 2020 at 8:27:25 PM UTC-4 [email protected] wrote:
>
>> Hello everyone,
>>
>> I'm just starting out in 3D GM and I'm really stuck when it comes to 
>> figuring out a workflow for producing 3D surface meshes that are de-noised 
>> without losing topological integrity, making them suitable for analysis.
>>
>> I've been using a NextEngine Ultra HD laser scanner for producing scans. 
>> I've then been moving the scans into Meshlab to to do everything else, from 
>> aligning and fusing to repairing and smoothing. I've come to view the 
>> number of filters in Meshlab to be both a blessing and a curse. I've also 
>> looked into MeshMixer, but everything seems to be black-boxed, and that 
>> make me a little uneasy.
>>
>> I'm also confused as to the order of steps. Should I fuse my scans and 
>> then clean and repair, or vice versa? What is the best way to de-noise? 
>> Should I smooth or remesh? In what order should I be applying filters?
>>
>> I'm hoping that someone here might be able to suggest a workflow to guide 
>> me through the process or direct me to some publications that can answer 
>> all of my questions. Also feel free to suggest some other 3D mesh 
>> applications that I'm likely not aware of.
>>
>> Any advice would be greatly appreciated. Thanks everyone!
>>
>> Best,
>> Eric
>>
>

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